The shooting was reported near the Valley Indoor Swap Meet on Parthenia Street around 2:30 p.m.
Police initially responded to a report of a crash in the area. A white sedan was present at the scene. It was not immediately known how the crash and shooting were related.
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One person was declared dead at the scene. At least three were brought to a local hospital and were believed to be in stable condition.
A large police presence gathered in the area and there were at least five ambulances at the scene.
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The motive for the shooting and a description of a possible suspect were not immediately available. Police said they believe the suspect or suspects fled the scene in a newer BMW M3 series.
Police are talking with victims and reviewing security video from the swap meet.